Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Jump to bottom

WISDOM-2017-Creating Domain-Specific Sentiment Lexicons via Text Mining #297

Open
BrambleXu opened this issue Dec 13, 2019 · 0 comments
Open

WISDOM-2017-Creating Domain-Specific Sentiment Lexicons via Text Mining #297

BrambleXu opened this issue Dec 13, 2019 · 0 comments
Assignees
@BrambleXu
Labels
DA(T) Domain Adaptation/Domain Specific Task Dict(M) Dictionary/Lexicon Based Model SA(T) (Aspect-Based) Sentiment Analysis Task

Comments

@BrambleXu
Copy link
Owner

Summary:

通过文本挖掘的技巧来生成domain-specific lexicon

Resource:

  • pdf
  • [code](
  • [paper-with-code](

Paper information:

  • Author:
  • Dataset:
  • keywords:

Notes:

The coverage is the proportion of vocabulary covered by the lexicon
这里的coverage定义就比较简单了。直接拿test set里所有的entity在lexicon里进行检索，找到的概率越高，说明coverage越高。（找到的entity / test set里的所有entity）。这不就是recall嘛

image

Model Graph:

Result:：

Thoughts:

Next Reading:
@BrambleXu BrambleXu added SA(T) (Aspect-Based) Sentiment Analysis Task Dict(M) Dictionary/Lexicon Based Model labels Dec 13, 2019
@BrambleXu BrambleXu self-assigned this Dec 13, 2019
@BrambleXu BrambleXu mentioned this issue Dec 13, 2019
Open
@BrambleXu BrambleXu added the DA(T) Domain Adaptation/Domain Specific Task label Dec 13, 2019
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Assignees

@BrambleXu BrambleXu

Labels
DA(T) Domain Adaptation/Domain Specific Task Dict(M) Dictionary/Lexicon Based Model SA(T) (Aspect-Based) Sentiment Analysis Task
Projects
None yet
Milestone
No milestone
Development

No branches or pull requests
1 participant
@BrambleXu